Geekbench ML Score

762
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 23 2024 01:45 AM
Views 2

System Information

System Information
Operating System Android 14
Model Xiaomi 23049RAD8C
Model IDXiaomi 23049RAD8C
Motherboard marble
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 2.92 GHz
Memory Information
Size 7.01 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 375
70.2 IPS
 
Image Classification (F16)
100% 374
70.0 IPS
 
Image Classification (I8)
97% 642
120.0 IPS
 
Image Segmentation (F32)
100% 479
7.99 IPS
 
Image Segmentation (F16)
100% 478
7.99 IPS
 
Image Segmentation (I8)
98% 548
9.15 IPS
 
Pose Estimation (F32)
100% 962
1.17 IPS
 
Pose Estimation (F16)
100% 965
1.17 IPS
 
Pose Estimation (I8)
100% 3398
4.12 IPS
 
Object Detection (F32)
100% 367
27.4 IPS
 
Object Detection (F16)
100% 377
28.2 IPS
 
Object Detection (I8)
61% 816
60.9 IPS
 
Face Detection (F32)
100% 857
10.2 IPS
 
Face Detection (F16)
100% 854
10.1 IPS
 
Face Detection (I8)
86% 1338
15.9 IPS
 
Depth Estimation (F32)
100% 938
7.28 IPS
 
Depth Estimation (F16)
100% 933
7.24 IPS
 
Depth Estimation (I8)
95% 1681
13.0 IPS
 
Style Transfer (F32)
100% 1797
2.36 IPS
 
Style Transfer (F16)
100% 1808
2.38 IPS
 
Style Transfer (I8)
98% 3284
4.32 IPS
 
Image Super-Resolution (F32)
100% 552
19.7 IPS
 
Image Super-Resolution (F16)
100% 547
19.5 IPS
 
Image Super-Resolution (I8)
98% 1420
50.7 IPS
 
Text Classification (F32)
100% 412
592.8 IPS
 
Text Classification (F16)
100% 415
597.1 IPS
 
Text Classification (I8)
92% 305
438.9 IPS
 
Machine Translation (F32)
100% 814
15.0 IPS
 
Machine Translation (F16)
100% 810
14.9 IPS
 
Machine Translation (I8)
64% 319
5.87 IPS
 

Compare

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